Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 7109 |
| Missing cells | 54 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.0 MiB |
| Average record size in memory | 731.5 B |
Variable types
| Categorical | 10 |
|---|---|
| Numeric | 12 |
PRT_ID has a high cardinality: 7109 distinct values | High cardinality |
DATE_SALE has a high cardinality: 2798 distinct values | High cardinality |
DATE_BUILD has a high cardinality: 5808 distinct values | High cardinality |
INT_SQFT is highly correlated with N_BEDROOM and 4 other fields | High correlation |
N_BEDROOM is highly correlated with INT_SQFT and 2 other fields | High correlation |
N_BATHROOM is highly correlated with N_BEDROOM and 1 other fields | High correlation |
N_ROOM is highly correlated with INT_SQFT and 5 other fields | High correlation |
QS_ROOMS is highly correlated with QS_OVERALL | High correlation |
QS_BATHROOM is highly correlated with QS_OVERALL | High correlation |
QS_BEDROOM is highly correlated with QS_OVERALL | High correlation |
QS_OVERALL is highly correlated with QS_ROOMS and 2 other fields | High correlation |
REG_FEE is highly correlated with INT_SQFT and 3 other fields | High correlation |
COMMIS is highly correlated with INT_SQFT and 3 other fields | High correlation |
SALES_PRICE is highly correlated with INT_SQFT and 3 other fields | High correlation |
INT_SQFT is highly correlated with N_BEDROOM and 5 other fields | High correlation |
N_BEDROOM is highly correlated with INT_SQFT and 2 other fields | High correlation |
N_BATHROOM is highly correlated with INT_SQFT and 2 other fields | High correlation |
N_ROOM is highly correlated with INT_SQFT and 5 other fields | High correlation |
QS_ROOMS is highly correlated with QS_OVERALL | High correlation |
QS_BATHROOM is highly correlated with QS_OVERALL | High correlation |
QS_BEDROOM is highly correlated with QS_OVERALL | High correlation |
QS_OVERALL is highly correlated with QS_ROOMS and 2 other fields | High correlation |
REG_FEE is highly correlated with INT_SQFT and 3 other fields | High correlation |
COMMIS is highly correlated with INT_SQFT and 3 other fields | High correlation |
SALES_PRICE is highly correlated with INT_SQFT and 3 other fields | High correlation |
INT_SQFT is highly correlated with N_BEDROOM and 1 other fields | High correlation |
N_BEDROOM is highly correlated with INT_SQFT and 2 other fields | High correlation |
N_BATHROOM is highly correlated with N_BEDROOM and 1 other fields | High correlation |
N_ROOM is highly correlated with INT_SQFT and 3 other fields | High correlation |
REG_FEE is highly correlated with N_ROOM and 1 other fields | High correlation |
SALES_PRICE is highly correlated with REG_FEE | High correlation |
AREA is highly correlated with INT_SQFT and 7 other fields | High correlation |
INT_SQFT is highly correlated with AREA and 6 other fields | High correlation |
N_BEDROOM is highly correlated with AREA and 3 other fields | High correlation |
N_BATHROOM is highly correlated with AREA and 3 other fields | High correlation |
N_ROOM is highly correlated with AREA and 6 other fields | High correlation |
BUILDTYPE is highly correlated with REG_FEE and 1 other fields | High correlation |
MZZONE is highly correlated with AREA | High correlation |
QS_ROOMS is highly correlated with QS_OVERALL | High correlation |
QS_BATHROOM is highly correlated with QS_OVERALL | High correlation |
QS_BEDROOM is highly correlated with QS_OVERALL | High correlation |
QS_OVERALL is highly correlated with QS_ROOMS and 2 other fields | High correlation |
REG_FEE is highly correlated with AREA and 5 other fields | High correlation |
COMMIS is highly correlated with AREA and 4 other fields | High correlation |
SALES_PRICE is highly correlated with AREA and 5 other fields | High correlation |
PRT_ID is uniformly distributed | Uniform |
DATE_BUILD is uniformly distributed | Uniform |
PRT_ID has unique values | Unique |
Reproduction
| Analysis started | 2022-07-05 04:21:03.306750 |
|---|---|
| Analysis finished | 2022-07-05 04:21:17.715547 |
| Duration | 14.41 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 7109 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 437.5 KiB |
| P03210 | 1 |
|---|---|
| P01175 | 1 |
| P07437 | 1 |
| P06628 | 1 |
| P02767 | 1 |
| Other values (7104) |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 7109 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | P03210 |
|---|---|
| 2nd row | P09411 |
| 3rd row | P01812 |
| 4th row | P05346 |
| 5th row | P06210 |
Common Values
| Value | Count | Frequency (%) |
| P03210 | 1 | < 0.1% |
| P01175 | 1 | < 0.1% |
| P07437 | 1 | < 0.1% |
| P06628 | 1 | < 0.1% |
| P02767 | 1 | < 0.1% |
| P00597 | 1 | < 0.1% |
| P06235 | 1 | < 0.1% |
| P08545 | 1 | < 0.1% |
| P07534 | 1 | < 0.1% |
| P07234 | 1 | < 0.1% |
| Other values (7099) | 7099 |
Length
| Value | Count | Frequency (%) |
| p03210 | 1 | < 0.1% |
| p09370 | 1 | < 0.1% |
| p05346 | 1 | < 0.1% |
| p06210 | 1 | < 0.1% |
| p00219 | 1 | < 0.1% |
| p09105 | 1 | < 0.1% |
| p09679 | 1 | < 0.1% |
| p03377 | 1 | < 0.1% |
| p09623 | 1 | < 0.1% |
| p09540 | 1 | < 0.1% |
| Other values (7099) | 7099 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 453.8 KiB |
| Chrompet | |
|---|---|
| Karapakkam | |
| KK Nagar | |
| Velachery | |
| Anna Nagar | |
| Other values (12) |
Length
| Max length | 10 |
|---|---|
| Median length | 8 |
| Mean length | 8.342382895 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Karapakkam |
|---|---|
| 2nd row | Anna Nagar |
| 3rd row | Adyar |
| 4th row | Velachery |
| 5th row | Karapakkam |
Common Values
| Value | Count | Frequency (%) |
| Chrompet | 1681 | |
| Karapakkam | 1363 | |
| KK Nagar | 996 | |
| Velachery | 979 | |
| Anna Nagar | 783 | |
| Adyar | 773 | |
| T Nagar | 496 | 7.0% |
| Chrompt | 9 | 0.1% |
| Chrmpet | 6 | 0.1% |
| Chormpet | 6 | 0.1% |
| Other values (7) | 17 | 0.2% |
Length
| Value | Count | Frequency (%) |
| nagar | 2280 | |
| chrompet | 1681 | |
| karapakkam | 1363 | |
| kk | 996 | |
| velachery | 979 | |
| anna | 783 | 8.3% |
| adyar | 773 | 8.2% |
| t | 496 | 5.3% |
| chrompt | 9 | 0.1% |
| chormpet | 6 | 0.1% |
| Other values (8) | 23 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1699 |
|---|---|
| Distinct (%) | 23.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1382.073006 |
| Minimum | 500 |
|---|---|
| Maximum | 2500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.7 KiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 702 |
| Q1 | 993 |
| median | 1373 |
| Q3 | 1744 |
| 95-th percentile | 2084.6 |
| Maximum | 2500 |
| Range | 2000 |
| Interquartile range (IQR) | 751 |
Descriptive statistics
| Standard deviation | 457.4109025 |
|---|---|
| Coefficient of variation (CV) | 0.3309600147 |
| Kurtosis | -0.8863792596 |
| Mean | 1382.073006 |
| Median Absolute Deviation (MAD) | 376 |
| Skewness | 0.1312376308 |
| Sum | 9825157 |
| Variance | 209224.7337 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1781 | 18 | 0.3% |
| 1538 | 15 | 0.2% |
| 1505 | 13 | 0.2% |
| 1514 | 13 | 0.2% |
| 1634 | 12 | 0.2% |
| 786 | 12 | 0.2% |
| 961 | 12 | 0.2% |
| 1655 | 12 | 0.2% |
| 1081 | 12 | 0.2% |
| 1853 | 11 | 0.2% |
| Other values (1689) | 6979 |
| Value | Count | Frequency (%) |
| 500 | 3 | |
| 501 | 2 | |
| 502 | 1 | < 0.1% |
| 504 | 2 | |
| 505 | 1 | < 0.1% |
| 506 | 1 | < 0.1% |
| 507 | 2 | |
| 508 | 4 | |
| 510 | 2 | |
| 511 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2500 | 1 | < 0.1% |
| 2499 | 1 | < 0.1% |
| 2498 | 1 | < 0.1% |
| 2497 | 1 | < 0.1% |
| 2496 | 3 | |
| 2495 | 2 | |
| 2494 | 1 | < 0.1% |
| 2493 | 1 | < 0.1% |
| 2492 | 1 | < 0.1% |
| 2491 | 1 | < 0.1% |
| Distinct | 2798 |
|---|---|
| Distinct (%) | 39.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 465.3 KiB |
| 06-10-2009 | 12 |
|---|---|
| 06-01-2009 | 10 |
| 12-04-2011 | 10 |
| 26-02-2012 | 10 |
| 17-11-2010 | 10 |
| Other values (2793) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 988 ? |
|---|---|
| Unique (%) | 13.9% |
Sample
| 1st row | 04-05-2011 |
|---|---|
| 2nd row | 19-12-2006 |
| 3rd row | 04-02-2012 |
| 4th row | 13-03-2010 |
| 5th row | 05-10-2009 |
Common Values
| Value | Count | Frequency (%) |
| 06-10-2009 | 12 | 0.2% |
| 06-01-2009 | 10 | 0.1% |
| 12-04-2011 | 10 | 0.1% |
| 26-02-2012 | 10 | 0.1% |
| 17-11-2010 | 10 | 0.1% |
| 15-03-2012 | 10 | 0.1% |
| 19-07-2011 | 9 | 0.1% |
| 01-04-2009 | 9 | 0.1% |
| 28-02-2012 | 9 | 0.1% |
| 17-06-2011 | 9 | 0.1% |
| Other values (2788) | 7011 |
Length
| Value | Count | Frequency (%) |
| 06-10-2009 | 12 | 0.2% |
| 12-04-2011 | 10 | 0.1% |
| 26-02-2012 | 10 | 0.1% |
| 17-11-2010 | 10 | 0.1% |
| 15-03-2012 | 10 | 0.1% |
| 06-01-2009 | 10 | 0.1% |
| 17-06-2011 | 9 | 0.1% |
| 30-11-2009 | 9 | 0.1% |
| 14-08-2010 | 9 | 0.1% |
| 13-03-2010 | 9 | 0.1% |
| Other values (2788) | 7011 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
DIST_MAINROAD
Real number (ℝ≥0)
| Distinct | 201 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.60317907 |
| Minimum | 0 |
|---|---|
| Maximum | 200 |
| Zeros | 33 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 50 |
| median | 99 |
| Q3 | 148 |
| 95-th percentile | 190 |
| Maximum | 200 |
| Range | 200 |
| Interquartile range (IQR) | 98 |
Descriptive statistics
| Standard deviation | 57.40310959 |
|---|---|
| Coefficient of variation (CV) | 0.5763180465 |
| Kurtosis | -1.165240378 |
| Mean | 99.60317907 |
| Median Absolute Deviation (MAD) | 49 |
| Skewness | 0.01814383556 |
| Sum | 708079 |
| Variance | 3295.11699 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39 | 56 | 0.8% |
| 51 | 53 | 0.7% |
| 78 | 52 | 0.7% |
| 77 | 49 | 0.7% |
| 73 | 48 | 0.7% |
| 156 | 48 | 0.7% |
| 14 | 48 | 0.7% |
| 49 | 47 | 0.7% |
| 111 | 47 | 0.7% |
| 4 | 46 | 0.6% |
| Other values (191) | 6615 |
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 1 | 28 | |
| 2 | 44 | |
| 3 | 27 | |
| 4 | 46 | |
| 5 | 36 | |
| 6 | 42 | |
| 7 | 27 | |
| 8 | 31 | |
| 9 | 37 |
| Value | Count | Frequency (%) |
| 200 | 38 | |
| 199 | 30 | |
| 198 | 30 | |
| 197 | 38 | |
| 196 | 36 | |
| 195 | 34 | |
| 194 | 35 | |
| 193 | 29 | |
| 192 | 36 | |
| 191 | 40 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6370287 |
| Minimum | 1 |
|---|---|
| Maximum | 4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 4 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8029015594 |
|---|---|
| Coefficient of variation (CV) | 0.4904627264 |
| Kurtosis | 0.7346203807 |
| Mean | 1.6370287 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.161882495 |
| Sum | 11636 |
| Variance | 0.644650914 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3795 | |
| 2 | 2352 | |
| 3 | 707 | 9.9% |
| 4 | 254 | 3.6% |
| (Missing) | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 3795 | |
| 2 | 2352 | |
| 3 | 707 | 9.9% |
| 4 | 254 | 3.6% |
| Value | Count | Frequency (%) |
| 4 | 254 | 3.6% |
| 3 | 707 | 9.9% |
| 2 | 2352 | |
| 1 | 3795 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.213260135 |
| Minimum | 1 |
|---|---|
| Maximum | 2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4096387078 |
|---|---|
| Coefficient of variation (CV) | 0.3376346885 |
| Kurtosis | -0.03900589183 |
| Mean | 1.213260135 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.400358943 |
| Sum | 8619 |
| Variance | 0.1678038709 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5589 | |
| 2 | 1515 | 21.3% |
| (Missing) | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 5589 | |
| 2 | 1515 | 21.3% |
| Value | Count | Frequency (%) |
| 2 | 1515 | 21.3% |
| 1 | 5589 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.688704459 |
| Minimum | 2 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.7 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.019098916 |
|---|---|
| Coefficient of variation (CV) | 0.2762755671 |
| Kurtosis | -0.5307863127 |
| Mean | 3.688704459 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.1188007656 |
| Sum | 26223 |
| Variance | 1.038562601 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 2563 | |
| 3 | 2125 | |
| 5 | 1246 | |
| 2 | 921 | 13.0% |
| 6 | 254 | 3.6% |
| Value | Count | Frequency (%) |
| 2 | 921 | 13.0% |
| 3 | 2125 | |
| 4 | 2563 | |
| 5 | 1246 | |
| 6 | 254 | 3.6% |
| Value | Count | Frequency (%) |
| 6 | 254 | 3.6% |
| 5 | 1246 | |
| 4 | 2563 | |
| 3 | 2125 | |
| 2 | 921 | 13.0% |
SALE_COND
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 450.0 KiB |
| AdjLand | |
|---|---|
| Partial | |
| Normal Sale | |
| AbNormal | |
| Family | |
| Other values (4) | 15 |
Length
| Max length | 11 |
|---|---|
| Median length | 7 |
| Mean length | 7.803910536 |
| Min length | 6 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | AbNormal |
|---|---|
| 2nd row | AbNormal |
| 3rd row | AbNormal |
| 4th row | Family |
| 5th row | AbNormal |
Common Values
| Value | Count | Frequency (%) |
| AdjLand | 1433 | |
| Partial | 1429 | |
| Normal Sale | 1423 | |
| AbNormal | 1406 | |
| Family | 1403 | |
| Adj Land | 6 | 0.1% |
| Ab Normal | 5 | 0.1% |
| Partiall | 3 | < 0.1% |
| PartiaLl | 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| adjland | 1433 | |
| partial | 1429 | |
| normal | 1428 | |
| sale | 1423 | |
| abnormal | 1406 | |
| family | 1403 | |
| adj | 6 | 0.1% |
| land | 6 | 0.1% |
| ab | 5 | 0.1% |
| partiall | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
PARK_FACIL
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 413.2 KiB |
| Yes | |
|---|---|
| No | |
| Noo | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.504853003 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Yes |
|---|---|
| 2nd row | No |
| 3rd row | Yes |
| 4th row | No |
| 5th row | Yes |
Common Values
| Value | Count | Frequency (%) |
| Yes | 3587 | |
| No | 3520 | |
| Noo | 2 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| yes | 3587 | |
| no | 3520 | |
| noo | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 5808 |
|---|---|
| Distinct (%) | 81.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 465.3 KiB |
| 02-07-1987 | 6 |
|---|---|
| 04-04-1999 | 5 |
| 27-08-2000 | 4 |
| 13-05-1982 | 4 |
| 08-04-1989 | 4 |
| Other values (5803) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 4676 ? |
|---|---|
| Unique (%) | 65.8% |
Sample
| 1st row | 15-05-1967 |
|---|---|
| 2nd row | 22-12-1995 |
| 3rd row | 09-02-1992 |
| 4th row | 18-03-1988 |
| 5th row | 13-10-1979 |
Common Values
| Value | Count | Frequency (%) |
| 02-07-1987 | 6 | 0.1% |
| 04-04-1999 | 5 | 0.1% |
| 27-08-2000 | 4 | 0.1% |
| 13-05-1982 | 4 | 0.1% |
| 08-04-1989 | 4 | 0.1% |
| 17-01-1996 | 4 | 0.1% |
| 21-11-1992 | 4 | 0.1% |
| 06-12-1985 | 4 | 0.1% |
| 18-09-1971 | 4 | 0.1% |
| 19-07-1977 | 4 | 0.1% |
| Other values (5798) | 7066 |
Length
| Value | Count | Frequency (%) |
| 02-07-1987 | 6 | 0.1% |
| 04-04-1999 | 5 | 0.1% |
| 02-12-1982 | 4 | 0.1% |
| 03-10-1999 | 4 | 0.1% |
| 23-01-1987 | 4 | 0.1% |
| 14-03-1985 | 4 | 0.1% |
| 19-02-1979 | 4 | 0.1% |
| 16-01-2003 | 4 | 0.1% |
| 29-01-1982 | 4 | 0.1% |
| 02-10-1990 | 4 | 0.1% |
| Other values (5798) | 7066 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 444.2 KiB |
| House | |
|---|---|
| Commercial | |
| Others | |
| Other | 26 |
| Comercial | 4 |
Length
| Max length | 10 |
|---|---|
| Median length | 6 |
| Mean length | 6.962441975 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Commercial |
|---|---|
| 2nd row | Commercial |
| 3rd row | Commercial |
| 4th row | Others |
| 5th row | Others |
Common Values
| Value | Count | Frequency (%) |
| House | 2444 | |
| Commercial | 2325 | |
| Others | 2310 | |
| Other | 26 | 0.4% |
| Comercial | 4 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| house | 2444 | |
| commercial | 2325 | |
| others | 2310 | |
| other | 26 | 0.4% |
| comercial | 4 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
UTILITY_AVAIL
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 434.8 KiB |
| AllPub | |
|---|---|
| NoSeWa | |
| NoSewr | |
| ELO | |
| All Pub | 1 |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.615135743 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | AllPub |
|---|---|
| 2nd row | AllPub |
| 3rd row | ELO |
| 4th row | NoSewr |
| 5th row | AllPub |
Common Values
| Value | Count | Frequency (%) |
| AllPub | 1886 | |
| NoSeWa | 1871 | |
| NoSewr | 1829 | |
| ELO | 1522 | |
| All Pub | 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| allpub | 1886 | |
| nosewa | 1871 | |
| nosewr | 1829 | |
| elo | 1522 | |
| all | 1 | < 0.1% |
| pub | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
STREET
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 440.9 KiB |
| Paved | |
|---|---|
| Gravel | |
| No Access | |
| Pavd | 12 |
| NoAccess | 7 |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.486706991 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Paved |
|---|---|
| 2nd row | Gravel |
| 3rd row | Gravel |
| 4th row | Paved |
| 5th row | Gravel |
Common Values
| Value | Count | Frequency (%) |
| Paved | 2560 | |
| Gravel | 2520 | |
| No Access | 2010 | |
| Pavd | 12 | 0.2% |
| NoAccess | 7 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| paved | 2560 | |
| gravel | 2520 | |
| no | 2010 | |
| access | 2010 | |
| pavd | 12 | 0.1% |
| noaccess | 7 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 408.2 KiB |
| RL | |
|---|---|
| RH | |
| RM | |
| C | |
| A |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.773245182 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A |
|---|---|
| 2nd row | RH |
| 3rd row | RL |
| 4th row | I |
| 5th row | C |
Common Values
| Value | Count | Frequency (%) |
| RL | 1858 | |
| RH | 1822 | |
| RM | 1817 | |
| C | 550 | 7.7% |
| A | 537 | 7.6% |
| I | 525 | 7.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| rl | 1858 | |
| rh | 1822 | |
| rm | 1817 | |
| c | 550 | 7.7% |
| a | 537 | 7.6% |
| i | 525 | 7.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.517470812 |
| Minimum | 2 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.7 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2.1 |
| Q1 | 2.7 |
| median | 3.5 |
| Q3 | 4.3 |
| 95-th percentile | 4.9 |
| Maximum | 5 |
| Range | 3 |
| Interquartile range (IQR) | 1.6 |
Descriptive statistics
| Standard deviation | 0.8919724311 |
|---|---|
| Coefficient of variation (CV) | 0.2535834635 |
| Kurtosis | -1.197535123 |
| Mean | 3.517470812 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | -0.01895704371 |
| Sum | 25005.7 |
| Variance | 0.7956148178 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.5 | 265 | 3.7% |
| 3.8 | 259 | 3.6% |
| 3.6 | 255 | 3.6% |
| 4.6 | 252 | 3.5% |
| 3.9 | 245 | 3.4% |
| 4.9 | 242 | 3.4% |
| 3.4 | 240 | 3.4% |
| 4.7 | 239 | 3.4% |
| 3.3 | 239 | 3.4% |
| 4.8 | 239 | 3.4% |
| Other values (21) | 4634 |
| Value | Count | Frequency (%) |
| 2 | 203 | |
| 2.1 | 236 | |
| 2.2 | 213 | |
| 2.3 | 224 | |
| 2.4 | 208 | |
| 2.5 | 265 | |
| 2.6 | 237 | |
| 2.7 | 200 | |
| 2.8 | 226 | |
| 2.9 | 220 |
| Value | Count | Frequency (%) |
| 5 | 228 | |
| 4.9 | 242 | |
| 4.8 | 239 | |
| 4.7 | 239 | |
| 4.6 | 252 | |
| 4.5 | 218 | |
| 4.4 | 219 | |
| 4.3 | 225 | |
| 4.2 | 239 | |
| 4.1 | 222 |
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.507244338 |
| Minimum | 2 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.7 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2.1 |
| Q1 | 2.7 |
| median | 3.5 |
| Q3 | 4.3 |
| 95-th percentile | 4.9 |
| Maximum | 5 |
| Range | 3 |
| Interquartile range (IQR) | 1.6 |
Descriptive statistics
| Standard deviation | 0.8978337054 |
|---|---|
| Coefficient of variation (CV) | 0.2559940565 |
| Kurtosis | -1.21625135 |
| Mean | 3.507244338 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 0.0003104318578 |
| Sum | 24933 |
| Variance | 0.8061053625 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.7 | 256 | 3.6% |
| 4.8 | 255 | 3.6% |
| 3.7 | 251 | 3.5% |
| 4.7 | 247 | 3.5% |
| 4.9 | 245 | 3.4% |
| 3 | 241 | 3.4% |
| 4.2 | 237 | 3.3% |
| 4.6 | 234 | 3.3% |
| 3.4 | 234 | 3.3% |
| 2.2 | 234 | 3.3% |
| Other values (21) | 4675 |
| Value | Count | Frequency (%) |
| 2 | 222 | |
| 2.1 | 224 | |
| 2.2 | 234 | |
| 2.3 | 220 | |
| 2.4 | 230 | |
| 2.5 | 233 | |
| 2.6 | 226 | |
| 2.7 | 256 | |
| 2.8 | 206 | |
| 2.9 | 228 |
| Value | Count | Frequency (%) |
| 5 | 219 | |
| 4.9 | 245 | |
| 4.8 | 255 | |
| 4.7 | 247 | |
| 4.6 | 234 | |
| 4.5 | 231 | |
| 4.4 | 219 | |
| 4.3 | 224 | |
| 4.2 | 237 | |
| 4.1 | 210 |
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.485300324 |
| Minimum | 2 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.7 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2.1 |
| Q1 | 2.7 |
| median | 3.5 |
| Q3 | 4.3 |
| 95-th percentile | 4.9 |
| Maximum | 5 |
| Range | 3 |
| Interquartile range (IQR) | 1.6 |
Descriptive statistics
| Standard deviation | 0.8872664105 |
|---|---|
| Coefficient of variation (CV) | 0.2545738755 |
| Kurtosis | -1.190165265 |
| Mean | 3.485300324 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 0.01728160906 |
| Sum | 24777 |
| Variance | 0.7872416831 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.6 | 273 | 3.8% |
| 3.2 | 253 | 3.6% |
| 4 | 248 | 3.5% |
| 2.4 | 244 | 3.4% |
| 3.8 | 244 | 3.4% |
| 3.1 | 243 | 3.4% |
| 2.1 | 242 | 3.4% |
| 3 | 241 | 3.4% |
| 3.4 | 239 | 3.4% |
| 4.3 | 237 | 3.3% |
| Other values (21) | 4645 |
| Value | Count | Frequency (%) |
| 2 | 221 | |
| 2.1 | 242 | |
| 2.2 | 237 | |
| 2.3 | 200 | |
| 2.4 | 244 | |
| 2.5 | 226 | |
| 2.6 | 273 | |
| 2.7 | 222 | |
| 2.8 | 210 | |
| 2.9 | 219 |
| Value | Count | Frequency (%) |
| 5 | 217 | |
| 4.9 | 203 | |
| 4.8 | 211 | |
| 4.7 | 228 | |
| 4.6 | 233 | |
| 4.5 | 227 | |
| 4.4 | 237 | |
| 4.3 | 237 | |
| 4.2 | 212 | |
| 4.1 | 223 |
| Distinct | 479 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 48 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.503253788 |
| Minimum | 2 |
|---|---|
| Maximum | 4.97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.7 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2.63 |
| Q1 | 3.13 |
| median | 3.5 |
| Q3 | 3.89 |
| 95-th percentile | 4.37 |
| Maximum | 4.97 |
| Range | 2.97 |
| Interquartile range (IQR) | 0.76 |
Descriptive statistics
| Standard deviation | 0.5272229035 |
|---|---|
| Coefficient of variation (CV) | 0.1504952068 |
| Kurtosis | -0.4896687645 |
| Mean | 3.503253788 |
| Median Absolute Deviation (MAD) | 0.38 |
| Skewness | -0.007263226359 |
| Sum | 24736.475 |
| Variance | 0.27796399 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.54 | 59 | 0.8% |
| 3.26 | 57 | 0.8% |
| 3.32 | 56 | 0.8% |
| 3.56 | 55 | 0.8% |
| 3.36 | 54 | 0.8% |
| 3.34 | 53 | 0.7% |
| 3.2 | 51 | 0.7% |
| 3.96 | 51 | 0.7% |
| 3.47 | 51 | 0.7% |
| 3.5 | 50 | 0.7% |
| Other values (469) | 6524 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 2.06 | 2 | < 0.1% |
| 2.09 | 1 | < 0.1% |
| 2.11 | 1 | < 0.1% |
| 2.18 | 3 | |
| 2.195 | 1 | < 0.1% |
| 2.2 | 1 | < 0.1% |
| 2.21 | 4 | |
| 2.22 | 5 | |
| 2.23 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4.97 | 1 | |
| 4.95 | 1 | |
| 4.94 | 1 | |
| 4.93 | 1 | |
| 4.9 | 1 | |
| 4.87 | 1 | |
| 4.865 | 1 | |
| 4.85 | 1 | |
| 4.83 | 2 | |
| 4.82 | 1 |
| Distinct | 7038 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 376938.3307 |
| Minimum | 71177 |
|---|---|
| Maximum | 983922 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.7 KiB |
Quantile statistics
| Minimum | 71177 |
|---|---|
| 5-th percentile | 197984.6 |
| Q1 | 272406 |
| median | 349486 |
| Q3 | 451562 |
| 95-th percentile | 669167.4 |
| Maximum | 983922 |
| Range | 912745 |
| Interquartile range (IQR) | 179156 |
Descriptive statistics
| Standard deviation | 143070.662 |
|---|---|
| Coefficient of variation (CV) | 0.3795598652 |
| Kurtosis | 1.126499412 |
| Mean | 376938.3307 |
| Median Absolute Deviation (MAD) | 85998 |
| Skewness | 1.037754561 |
| Sum | 2679654593 |
| Variance | 2.046921433 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 235229 | 3 | < 0.1% |
| 304066 | 2 | < 0.1% |
| 291085 | 2 | < 0.1% |
| 457606 | 2 | < 0.1% |
| 351194 | 2 | < 0.1% |
| 264914 | 2 | < 0.1% |
| 300949 | 2 | < 0.1% |
| 324803 | 2 | < 0.1% |
| 419630 | 2 | < 0.1% |
| 303081 | 2 | < 0.1% |
| Other values (7028) | 7088 |
| Value | Count | Frequency (%) |
| 71177 | 1 | |
| 95798 | 1 | |
| 103928 | 1 | |
| 106466 | 1 | |
| 111366 | 1 | |
| 111690 | 1 | |
| 112960 | 1 | |
| 113759 | 1 | |
| 114011 | 1 | |
| 114210 | 1 |
| Value | Count | Frequency (%) |
| 983922 | 1 | |
| 981117 | 1 | |
| 963029 | 1 | |
| 952411 | 1 | |
| 947124 | 1 | |
| 942859 | 1 | |
| 941567 | 1 | |
| 940813 | 1 | |
| 936314 | 1 | |
| 931224 | 1 |
| Distinct | 7011 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 141005.7265 |
| Minimum | 5055 |
|---|---|
| Maximum | 495405 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.7 KiB |
Quantile statistics
| Minimum | 5055 |
|---|---|
| 5-th percentile | 35990.6 |
| Q1 | 84219 |
| median | 127628 |
| Q3 | 184506 |
| 95-th percentile | 292538 |
| Maximum | 495405 |
| Range | 490350 |
| Interquartile range (IQR) | 100287 |
Descriptive statistics
| Standard deviation | 78768.09372 |
|---|---|
| Coefficient of variation (CV) | 0.558616275 |
| Kurtosis | 1.073363345 |
| Mean | 141005.7265 |
| Median Absolute Deviation (MAD) | 49095 |
| Skewness | 0.9516562165 |
| Sum | 1002409710 |
| Variance | 6204412588 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 117825 | 3 | < 0.1% |
| 50804 | 2 | < 0.1% |
| 155124 | 2 | < 0.1% |
| 148017 | 2 | < 0.1% |
| 120600 | 2 | < 0.1% |
| 111857 | 2 | < 0.1% |
| 223620 | 2 | < 0.1% |
| 72746 | 2 | < 0.1% |
| 167080 | 2 | < 0.1% |
| 132457 | 2 | < 0.1% |
| Other values (7001) | 7088 |
| Value | Count | Frequency (%) |
| 5055 | 1 | |
| 5126 | 1 | |
| 5378 | 1 | |
| 5620 | 1 | |
| 5943 | 1 | |
| 6038 | 1 | |
| 6149 | 1 | |
| 6190 | 1 | |
| 6236 | 1 | |
| 6349 | 1 |
| Value | Count | Frequency (%) |
| 495405 | 1 | |
| 491961 | 1 | |
| 485924 | 1 | |
| 481001 | 1 | |
| 479297 | 1 | |
| 475795 | 1 | |
| 471247 | 1 | |
| 470784 | 1 | |
| 469920 | 1 | |
| 466156 | 1 |
| Distinct | 7057 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10894909.64 |
| Minimum | 2156875 |
|---|---|
| Maximum | 23667340 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.7 KiB |
Quantile statistics
| Minimum | 2156875 |
|---|---|
| 5-th percentile | 5630100 |
| Q1 | 8272100 |
| median | 10335050 |
| Q3 | 12993900 |
| 95-th percentile | 18790428 |
| Maximum | 23667340 |
| Range | 21510465 |
| Interquartile range (IQR) | 4721800 |
Descriptive statistics
| Standard deviation | 3768603.457 |
|---|---|
| Coefficient of variation (CV) | 0.345904976 |
| Kurtosis | 0.5881293416 |
| Mean | 10894909.64 |
| Median Absolute Deviation (MAD) | 2317605 |
| Skewness | 0.7733433359 |
| Sum | 7.745191262 × 1010 |
| Variance | 1.420237202 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5378000 | 2 | < 0.1% |
| 9429000 | 2 | < 0.1% |
| 4971250 | 2 | < 0.1% |
| 4546625 | 2 | < 0.1% |
| 11930880 | 2 | < 0.1% |
| 7074750 | 2 | < 0.1% |
| 6765500 | 2 | < 0.1% |
| 7638500 | 2 | < 0.1% |
| 5710250 | 2 | < 0.1% |
| 9462850 | 2 | < 0.1% |
| Other values (7047) | 7089 |
| Value | Count | Frequency (%) |
| 2156875 | 1 | |
| 2476375 | 1 | |
| 2640250 | 1 | |
| 2797250 | 1 | |
| 2939750 | 1 | |
| 3000375 | 1 | |
| 3001250 | 1 | |
| 3013500 | 1 | |
| 3029750 | 1 | |
| 3081375 | 1 |
| Value | Count | Frequency (%) |
| 23667340 | 1 | |
| 23407860 | 1 | |
| 23314580 | 1 | |
| 23307000 | 1 | |
| 23247590 | 1 | |
| 23013500 | 1 | |
| 22918500 | 1 | |
| 22916500 | 1 | |
| 22852890 | 1 | |
| 22829130 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| PRT_ID | AREA | INT_SQFT | DATE_SALE | DIST_MAINROAD | N_BEDROOM | N_BATHROOM | N_ROOM | SALE_COND | PARK_FACIL | DATE_BUILD | BUILDTYPE | UTILITY_AVAIL | STREET | MZZONE | QS_ROOMS | QS_BATHROOM | QS_BEDROOM | QS_OVERALL | REG_FEE | COMMIS | SALES_PRICE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | P03210 | Karapakkam | 1004 | 04-05-2011 | 131 | 1.0 | 1.0 | 3 | AbNormal | Yes | 15-05-1967 | Commercial | AllPub | Paved | A | 4.0 | 3.9 | 4.9 | 4.330 | 380000 | 144400 | 7600000 |
| 1 | P09411 | Anna Nagar | 1986 | 19-12-2006 | 26 | 2.0 | 1.0 | 5 | AbNormal | No | 22-12-1995 | Commercial | AllPub | Gravel | RH | 4.9 | 4.2 | 2.5 | 3.765 | 760122 | 304049 | 21717770 |
| 2 | P01812 | Adyar | 909 | 04-02-2012 | 70 | 1.0 | 1.0 | 3 | AbNormal | Yes | 09-02-1992 | Commercial | ELO | Gravel | RL | 4.1 | 3.8 | 2.2 | 3.090 | 421094 | 92114 | 13159200 |
| 3 | P05346 | Velachery | 1855 | 13-03-2010 | 14 | 3.0 | 2.0 | 5 | Family | No | 18-03-1988 | Others | NoSewr | Paved | I | 4.7 | 3.9 | 3.6 | 4.010 | 356321 | 77042 | 9630290 |
| 4 | P06210 | Karapakkam | 1226 | 05-10-2009 | 84 | 1.0 | 1.0 | 3 | AbNormal | Yes | 13-10-1979 | Others | AllPub | Gravel | C | 3.0 | 2.5 | 4.1 | 3.290 | 237000 | 74063 | 7406250 |
| 5 | P00219 | Chrompet | 1220 | 11-09-2014 | 36 | 2.0 | 1.0 | 4 | Partial | No | 12-09-2009 | Commercial | NoSeWa | No Access | RH | 4.5 | 2.6 | 3.1 | 3.320 | 409027 | 198316 | 12394750 |
| 6 | P09105 | Chrompet | 1167 | 05-04-2007 | 137 | 1.0 | 1.0 | 3 | Partial | No | 12-04-1979 | Other | AllPub | No Access | RL | 3.6 | 2.1 | 2.5 | 2.670 | 263152 | 33955 | 8488790 |
| 7 | P09679 | Velachery | 1847 | 13-03-2006 | 176 | 3.0 | 2.0 | 5 | Family | No | 15-03-1996 | Commercial | AllPub | Gravel | RM | 2.4 | 4.5 | 2.1 | 3.260 | 604809 | 235204 | 16800250 |
| 8 | P03377 | Chrompet | 771 | 06-04-2011 | 175 | 1.0 | 1.0 | 2 | AdjLand | No | 14-04-1977 | Others | NoSewr | Paved | RM | 2.9 | 3.7 | 4.0 | 3.550 | 257578 | 33236 | 8308970 |
| 9 | P09623 | Velachery | 1635 | 22-06-2006 | 74 | 2.0 | 1.0 | 4 | AbNormal | No | 26-06-1991 | Others | ELO | No Access | I | 3.1 | 3.1 | 3.3 | 3.160 | 323346 | 121255 | 8083650 |
Last rows
| PRT_ID | AREA | INT_SQFT | DATE_SALE | DIST_MAINROAD | N_BEDROOM | N_BATHROOM | N_ROOM | SALE_COND | PARK_FACIL | DATE_BUILD | BUILDTYPE | UTILITY_AVAIL | STREET | MZZONE | QS_ROOMS | QS_BATHROOM | QS_BEDROOM | QS_OVERALL | REG_FEE | COMMIS | SALES_PRICE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7099 | P03828 | Adyar | 895 | 05-01-2011 | 197 | 1.0 | 1.0 | 3 | AdjLand | Yes | 15-01-1971 | House | NoSewr | No Access | I | 3.6 | 4.7 | 4.2 | 4.12 | 250641 | 7372 | 7371800 |
| 7100 | P05438 | T Nagar | 1733 | 24-02-2010 | 191 | 1.0 | 1.0 | 4 | AbNormal | Yes | 02-03-1985 | Commercial | NoSeWa | No Access | RL | 3.4 | 3.7 | 2.1 | 2.89 | 702058 | 312026 | 19501600 |
| 7101 | P05042 | Karapakkam | 666 | 11-05-2010 | 51 | 1.0 | 1.0 | 2 | AdjLand | Yes | 20-05-1974 | Others | ELO | Gravel | I | 3.2 | 4.4 | 2.5 | 3.28 | 273317 | 74541 | 6211750 |
| 7102 | P05560 | Karapakkam | 701 | 03-02-2010 | 100 | 1.0 | 1.0 | 2 | AbNormal | No | 08-02-1990 | House | NoSeWa | Gravel | RH | 4.2 | 3.0 | 2.0 | 2.96 | 282175 | 141088 | 5643500 |
| 7103 | P05133 | Karapakkam | 1462 | 23-04-2010 | 68 | 2.0 | 2.0 | 4 | Family | No | 29-04-1986 | Others | NoSeWa | Gravel | RM | 2.7 | 3.3 | 3.6 | 3.24 | 356716 | 178358 | 9387250 |
| 7104 | P03834 | Karapakkam | 598 | 03-01-2011 | 51 | 1.0 | 1.0 | 2 | AdjLand | No | 15-01-1962 | Others | ELO | No Access | RM | 3.0 | 2.2 | 2.4 | 2.52 | 208767 | 107060 | 5353000 |
| 7105 | P10000 | Velachery | 1897 | 08-04-2004 | 52 | 3.0 | 2.0 | 5 | Family | Yes | 11-04-1995 | Others | NoSeWa | No Access | RH | 3.6 | 4.5 | 3.3 | 3.92 | 346191 | 205551 | 10818480 |
| 7106 | P09594 | Velachery | 1614 | 25-08-2006 | 152 | 2.0 | 1.0 | 4 | Normal Sale | No | 01-09-1978 | House | NoSeWa | Gravel | I | 4.3 | 4.2 | 2.9 | 3.84 | 317354 | 167028 | 8351410 |
| 7107 | P06508 | Karapakkam | 787 | 03-08-2009 | 40 | 1.0 | 1.0 | 2 | Partial | Yes | 11-08-1977 | Commercial | ELO | Paved | RL | 4.6 | 3.8 | 4.1 | 4.16 | 425350 | 119098 | 8507000 |
| 7108 | P09794 | Velachery | 1896 | 13-07-2005 | 156 | 3.0 | 2.0 | 5 | Partial | Yes | 24-07-1961 | Others | ELO | Paved | I | 3.1 | 3.5 | 4.3 | 3.64 | 349177 | 79812 | 9976480 |